The news was a gut punch to Veronica. Someone, a faceless corporation, had beaten her to the punch. The feeling of betrayal was immediate and powerful. She paced her small apartment, a nervous habit that left her feeling dizzy. Her mind was racing, a whirlwind of frustration and fury.

She needed to release the pent-up energy that threatened to consume her. She grabbed a kitchen knife and walked to a chopping board. She slammed a carrot on the board and chopped with vicious intent. She sliced quickly, fiercely, the knife a weapon.

The act didn't relieve her as she had hoped. She dropped the knife on the counter and began to cry, the tears streaming down her face and onto the chopping board. The taste of salt was overwhelming. The world had gone sour.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion disturbed. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 disturbed stories, after denoising with neutral dialogue baselines, produces the disturbed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disturbed vector is projected through the unembedding matrix.

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290